Energy Cost Analysis and Operational Range Prediction Based on Medium-and Heavy-Duty Electric Vehicle Real-World Deployments across the United States

Y Qiu, C Dobbelaere, S Song - World Electric Vehicle Journal, 2023 - mdpi.com
While the market for medium-and heavy-duty battery-electric vehicles (MHD EVs) is still
nascent, a growing number of these vehicles are being deployed across the US This study …

Transformer-based Graph Neural Networks for Battery Range Prediction in AIoT Battery-Swap Services

Z Li, Y Liu, C Zhou, X Liu, X Pan, B Cao… - arXiv preprint arXiv …, 2024 - arxiv.org
The concept of the sharing economy has gained broad recognition, and within this context,
Sharing E-Bike Battery (SEB) have emerged as a focal point of societal interest. Despite the …

Real-time E-bike Route Planning with Battery Range Prediction

Z Li, G Ren, Y Gu, S Zhou, X Liu, J Huang… - Proceedings of the 17th …, 2024 - dl.acm.org
Electric bicycles (EBs) have gained immense popularity as an environmentally friendly and
convenient transportation mode. However, range anxiety remains a major concern for EB …

Temperature Prediction Algorithms Using Machine Learning for Electric Vehicles

S Kishore, S Bharti, P Anand… - 2023 IEEE 3rd …, 2023 - ieeexplore.ieee.org
The development of precise and efficient temperature prediction algorithms to maintain
ambient charging and operational environment of electric vehicles (EVs) has grown to be a …

Review Of Various Algorithms Used To Monitor The Performance Of EV Battery

RJV Saraswathi, V Krishnakumar… - … Conference on Signal …, 2023 - ieeexplore.ieee.org
Electric vehicles (EV) are gaining a high demand due to its non-reliance on renewable
energy and no release of harmful gases. Considering the current condition of high-level …

[图书][B] Predictive Model for Battery Electric Vehicle Range in the US Market

L Pi - 2024 - search.proquest.com
Predicting the suitable driving range for battery electric vehicles (BEVs) that meets regional
consumer preferences is a challenge for BEV manufacturers. The purpose of this praxis is to …

Prediction of Low-Temperature Energy Consumption and Driving Range of Pure Electric Vehicles Based on the CatBoost Algorithm

J Li, Y Liu, H Zhang, H Liu - 2023 7th International Conference …, 2023 - ieeexplore.ieee.org
This study utilizes real road driving data for a specific model of pure electric vehicles to
segment and select kinematic segments. Feature parameters are extracted from these …

A Review on Real Driving Cycle-Based State of Charge Prediction for EV Batteries

I Romli, BP Iskandar - … on Science and Technology 2022 (BIS …, 2023 - atlantis-press.com
Research on performance of Electric Vehicle is very important, especially in driving range of
a Battery Electric Vehicle (BEV) that requires precise State of Charge (SoC) predictions. The …

[PDF][PDF] Predição de consumo de energia em veículos elétricos em entregas de uma indústria de alimentos e bebidas com o uso de modelos híbridos físico-estatísticos

LM Heise - bdta.abcd.usp.br
A necessidade de reduzir as emissões de gases de efeito estufa (GEEs) tem impulsionado
a adoção de veículos elétricos a bateria (BEVs) em frotas de caminhões de entrega. No …